Extra-curricular topics

17 dezembro 2015, 15:30 • Luis Borges de Almeida

Concept of non-parametric methods.
K-nearest-neighbors classifiers. Error bounds. Use of KNN classifiers for estimating the Bayes error rate.
Histograms.
Kernel density estimators.